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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

2,012 listings found

2007 Chevrolet Impala LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Impala LT

Independence, OR

UnscoredInsufficient · 0
$1,895200,872 mi

Independence, OR

2000 Toyota Camry XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Toyota Camry XLE

Salem, OR

UnscoredInsufficient · 0
$1,895259,000 mi

Salem, OR

2006 Cadillac CTS 3.6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Cadillac CTS 3.6

Eugene, OR

UnscoredInsufficient · 0
$2,250144,606 mi

Eugene, OR

2002 Chrysler 300M Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Chrysler 300M Base

Albany, OR

UnscoredInsufficient · 0
$2,295129,656 mi

Albany, OR

2011 Kia Forte EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Kia Forte EX

Salem, OR

UnscoredInsufficient · 0
$2,500222,731 mi

Salem, OR

2005 Nissan Sentra 1.8 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Nissan Sentra 1.8 S

Salem, OR

UnscoredInsufficient · 0
$2,750261,315 mi

Salem, OR

2006 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Ford Fusion SE

Independence, OR

UnscoredInsufficient · 3
$2,795136,040 mi

Comparison: 3 similar vehicles

Independence, OR

2008 Kia Rio LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Kia Rio LX

Hubbard, OR

UnscoredInsufficient · 0
$2,888106,540 mi

Hubbard, OR

2016 Ford Focus S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Focus S

Salem, OR

UnscoredInsufficient · 0
$2,995183,893 mi

Salem, OR

2011 Chrysler 300 Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chrysler 300 Limited

Salem, OR

UnscoredInsufficient · 0
$2,995173,579 mi

Salem, OR

2008 Volkswagen Jetta SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Volkswagen Jetta SEL

Salem, OR

UnscoredInsufficient · 0
$2,995188,000 mi

Salem, OR

2007 Saturn ION 2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Saturn ION 2

Salem, OR

UnscoredInsufficient · 0
$2,99589,722 mi

Salem, OR

2007 Chrysler 300 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chrysler 300 Base

Independence, OR

UnscoredInsufficient · 0
$2,995173,946 mi

Independence, OR

2005 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Nissan Altima S

Salem, OR

UnscoredInsufficient · 4
$2,995132,952 mi

Comparison: 4 similar vehicles

Salem, OR

2002 Volvo S60 T5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Volvo S60 T5

Salem, OR

UnscoredInsufficient · 0
$2,995162,000 mi

Salem, OR

2001 Volvo S60 T5

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Volvo S60 T5

Salem, OR

UnscoredInsufficient · 0
$2,995157,325 mi

Salem, OR

2012 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Altima S

Salem, OR

UnscoredInsufficient · 3
$3,000212,981 mi

Comparison: 3 similar vehicles

Salem, OR

2015 Hyundai Accent GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Hyundai Accent GLS

Salem, OR

UnscoredInsufficient · 0
$3,500184,350 mi

Salem, OR

2014 Nissan Versa Sedan SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Nissan Versa Sedan SV

Salem, OR

UnscoredInsufficient · 0
$3,500175,062 mi

Salem, OR

2013 Dodge Dart Rallye

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Dodge Dart Rallye

Salem, OR

Salvage title
$3,500210,660 mi

Salem, OR

2006 Acura TL Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Acura TL Base

Eugene, OR

UnscoredLimited · 5
$3,699230,022 mi

Comparison: 5 similar vehicles

Eugene, OR

2013 Volkswagen Jetta Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Volkswagen Jetta Base

Salem, OR

UnscoredInsufficient · 0
$3,700200,545 mi

Salem, OR

2010 Chevrolet Impala LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Impala LS

Independence, OR

Salvage title
$3,89572,697 mi

Independence, OR

2014 Hyundai Elantra SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Elantra SE

Salem, OR

UnscoredLimited · 12
$3,900174,717 mi

Comparison: 12 similar vehicles

Salem, OR

2013 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Fusion SE

Salem, OR

UnscoredLimited · 12
$3,900133,000 mi

Comparison: 12 similar vehicles

Salem, OR

2006 INFINITI M 45 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 INFINITI M 45 Sport

Eugene, OR

UnscoredInsufficient · 0
$3,982216,729 mi

Eugene, OR

2013 Dodge Dart SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Dodge Dart SXT

Springfield, OR

UnscoredInsufficient · 3
$3,990144,228 mi

Comparison: 3 similar vehicles

Springfield, OR

2003 Chevrolet Cavalier Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Chevrolet Cavalier Base

Eugene, OR

UnscoredInsufficient · 0
$3,990163,049 mi

Eugene, OR

2001 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Toyota Camry LE

Eugene, OR

UnscoredInsufficient · 0
$3,990179,013 mi

Eugene, OR

2013 Chrysler 300 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chrysler 300 Base

Salem, OR

UnscoredInsufficient · 0
$3,995222,636 mi

Salem, OR

2012 Ford Taurus Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Taurus Limited

Albany, OR

UnscoredInsufficient · 0
$3,995147,582 mi

Albany, OR

2012 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Fusion SEL

Salem, OR

UnscoredLimited · 8
$3,995181,041 mi

Comparison: 8 similar vehicles

Salem, OR

2010 Chevrolet Cobalt LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Cobalt LS

Salem, OR

UnscoredInsufficient · 0
$3,995103,264 mi

Salem, OR

No Photo

2008 Volkswagen Jetta S

Salem, OR

UnscoredInsufficient · 0
$3,995118,813 mi

Salem, OR

2008 BMW 3 Series 328i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 BMW 3 Series 328i

Keizer, OR

UnscoredLimited · 5
$3,995155,400 mi

Comparison: 5 similar vehicles

Keizer, OR

2007 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Hyundai Sonata GLS

Hubbard, OR

UnscoredInsufficient · 0
$3,995141,726 mi

Hubbard, OR

2003 Ford Taurus SES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Taurus SES

Albany, OR

UnscoredInsufficient · 0
$3,995205,433 mi

Albany, OR

2015 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Kia Optima LX

Eugene, OR

UnscoredLimited · 10
$3,998195,692 mi

Comparison: 10 similar vehicles

Eugene, OR

2010 Mitsubishi Galant FE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Mitsubishi Galant FE

Salem, OR

UnscoredInsufficient · 0
$3,999146,777 mi

Salem, OR

2017 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Fusion SE

Newport, OR

UnscoredModerate · 43
$4,015197,223 mi

Comparison: 43 similar vehicles

Newport, OR

2012 Volkswagen Passat S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Volkswagen Passat S

Newport, OR

UnscoredInsufficient · 0
$4,115222,990 mi

Newport, OR

2012 Kia Forte SX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Forte SX

Corvallis, OR

UnscoredInsufficient · 0
$4,190185,929 mi

Corvallis, OR

2012 Ford Focus SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Focus SE

McMinnville, OR

UnscoredLimited · 10
$4,363168,039 mi

Comparison: 10 similar vehicles

McMinnville, OR

2006 BMW 3 Series 330i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 BMW 3 Series 330i

Salem, OR

UnscoredInsufficient · 3
$4,450124,000 mi

Comparison: 3 similar vehicles

Salem, OR

2017 Nissan Versa Sedan SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan Versa Sedan SV

Eugene, OR

UnscoredInsufficient · 4
$4,499174,415 mi

Comparison: 4 similar vehicles

Eugene, OR

2012 Chevrolet Malibu 1LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Malibu 1LS

Salem, OR

UnscoredInsufficient · 0
$4,499170,776 mi

Salem, OR

2011 Mercedes-Benz C-Class C300 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Mercedes-Benz C-Class C300 Sport

Salem, OR

UnscoredInsufficient · 3
$4,499193,643 mi

Comparison: 3 similar vehicles

Salem, OR

2016 Chrysler 200 S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chrysler 200 S

Salem, OR

UnscoredLimited · 5
$4,500204,671 mi

Comparison: 5 similar vehicles

Salem, OR

2016 Ford Focus S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Focus S

Salem, OR

UnscoredInsufficient · 0
$4,500172,540 mi

Salem, OR

2016 Mazda MAZDA3 i Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Mazda MAZDA3 i Sport

Salem, OR

UnscoredLimited · 7
$4,500225,564 mi

Comparison: 7 similar vehicles

Salem, OR

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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